Awesome Python

The agent that grows with you

An Open Source Machine Learning Framework for Everyone

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Robust Speech Recognition via Large-Scale Weak Supervision

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Magnificent app which corrects your previous console command.

TradingAgents: Multi-Agents LLM Financial Trading Framework

The Web framework for perfectionists with deadlines.

A high-throughput and memory-efficient inference and serving engine for LLMs

The Python programming language

🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN

The Python micro framework for building web applications.

Open Data Platform for analysts, quants and AI agents.

Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com.

Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.

scikit-learn: machine learning in Python

Deep Learning for humans

Get your documents ready for gen AI

Scrapy, a fast high-level web crawling & scraping framework for Python.

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

Universal memory layer for AI Agents

A programming framework for agentic AI

Ultralytics YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

Rich is a Python library for rich text and beautiful formatting in the terminal.

A simple, yet elegant, HTTP library.

Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM]

LlamaIndex is the leading document agent and OCR platform

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

An extremely fast Python linter and code formatter, written in Rust.

C++ based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)

Simple Python version management

Apache Spark - A unified analytics engine for large-scale data processing

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

A collection of design patterns/idioms in Python

The uncompromising Python code formatter

A community-maintained Python framework for creating mathematical animations.

General-purpose AI designed for knowledge workers — creators, strategists, and operators — and individuals seeking AI systems they can truly control to help them get work done, with full flexibility to extend and deploy anywhere (VPC, on-prem, or cloud).

Extremely fast Query Engine for DataFrames, written in Rust

🥧 HTTPie CLI — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.

Build resilient agents.

DSPy: The framework for programming—not prompting—language models

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

结巴中文分词

Python packaging and dependency management made easy

A browser automation framework and ecosystem.

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

💫 Industrial-strength Natural Language Processing (NLP) in Python

The fundamental package for scientific computing with Python.

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.